3,000+ Vehicle Images Annotated for an Insurance Provider

A leading UK auto insurer covering cars, vans, and motorcycles needed vehicle damage annotated across 3,000+ claim images to train its detection model. Telling real dents from reflections and shadows, plus spotting fine scratches in low-light photos, made consistent labeling hard.